Mateus Paiva Cardoso
BI Specialist @ MLF Soluções Tecnológicas e Educação Corporativa
About
Seeking to improve my knowledge in Business Intelligence and Data Engineering every day. Currently working in a Business Intelligence Center of Excellence (CoE) team. Developing monitoring techniques in the BI environment and developing the architecture of the entire lakehouse using Databricks. SPECIALIST in creating BI projects using the POWER BI tool. Extensive experience in implementation, governance improvement, and performance enhancement in PRO/PREMIUM environments. Enthusiast of the tool, with hundreds of projects and thousands of practical and study hours, as well as being active in the community sharing knowledge. MASTERED LANGUAGES: M (Power Query) and DAX (Power BI), Python, SQL, and MDX Creation of Tabular cubes using Analysis Service and reports with Report Server ADVANCED LEVEL in creating automated workflows with Power Automate/Logic Apps/ADF/Airflow/Python scripts. Creation of data warehouses and LakeHouses, following best practices proposed by Kimball/Inmon/Linstedt ADVANCED LEVEL in structuring queries/analytic views, processes, pipelines, and repositories in Azure DevOps, as well as project management and the use of agile methodologies in BI implementation Source code control and project versioning with Git ADVANCED LEVEL in orchestrating pipelines/dataflows/notebooks with Azure Data Factory, Logic Apps, Databricks jobs, and AirFlow ADVANCED LEVEL in creating and structuring Data LakeHouse with Databricks/Spark, with a focus on ingesting data from any APIs (Odata/Rest, structured for reports or paginated) and integration via CDC, CDF, Batch Incremental, and snapshot with lambda or kappa architecture. ADVANCED LEVEL in orchestrating complex pipelines from multiple sources in Kappa or Lambda architecture for BIG DATA, using the highest technology provided by Databricks (DLT, autoloader) with messaging services (EventHub, IoT Hub, Kafka) Knowledge of various Azure resources and the Office 365 platform, including the use of admin resources and the main APIs provided by the platform Knowledge of PowerShell Scripting Web scraping with Python via Selenium/BS4 General data handling and treatment knowledge, with a focus on T-SQL and Python, whether with Spark and other libraries (numpy, pandas, koalas, matplotlib, scikit) with notebooks and Jupyter Knowledge of Linux and deployments with Templates, YAML, ALM, Docker, Kubernetes Knowledge of HTML, CSS, and JS, FIGMA
Brazil
Araxá
Information Technology & Services
Design de sistemas, Levantamento de requisitos, Apresentações, Liderança técnica, Criação de relacionamentos, Resolução de problemas, Databricks, Python, Microsoft Excel, Matemática, Análise de dados estatísticos, Solução de problemas técnicos, Vendas, Mineração, MySQL, Relatórios KPI, APIs, ETL (Extração, transformação e carregamento), Ferramentas de business intelligence, Power BI
Experience

BI Specialist
Brazil
Create, manage, and update Dataflows, Datasets, Reports, Dashboards, Apps, RLS, and access through AD/365 groups with Power BI, handling high complexity and volume in PRO/PREMIUM/RS environments. Prepare detailed project requirement analyses with the databases and support process improvement. Identify deviations in the databases, solve update errors and bugs in the environment, structure models, and correct M modeling and DAX measures with a focus on performance and resource usage reduction, primarily using SQL, MDX, M, and DAX. Support teams and managers in defining projects by analyzing performance, process results, cost-saving opportunities, and user experience with the tool. Present the advantages of using Power BI to clients and analyze their needs. Assist other developers by answering questions, presenting better solutions, and providing training and development. Improve the premium environment to identify performance bottlenecks and reduce costs. Integrate various services (APIs) and relational databases into the BI bases.

Consultant - BI/Big Data Azure Architect
Belo Horizonte, Minas Gerais, Brasil
Development of the complete Big Data environment architecture using Databricks for Kappa/Lambda architectures on the Azure stack (IoT Hub, Event Hub, ADF, Azure Functions). Specialist in data modeling with UNITY CATALOG, Auto Loader, DLT, pruning, and Lakehouse optimization in the Databricks environment. Integration with multiple data sources, notably SAP BW, SAP HANA, Salesforce, SQL Server, Oracle, and various SaaS APIs. Performed troubleshooting and issue resolution on the Microsoft Power Platform to ensure the stability and efficiency of the BI environment. Developed and implemented Key Performance Indicators (KPIs) to monitor and evaluate BI performance, providing valuable insights for strategic decision-making. Active collaboration in the Center of Excellence (CoE) to enhance BI processes and development quality, promoting best practices and standardization. Implemented code control and CI/CD (Continuous Integration/Continuous Delivery) using Azure DevOps, enabling an efficient and automated approach to BI environment management. Defined BI and Lakehouse architecture using technologies such as Databricks, ensuring a solid and scalable structure for data processing and analytics. Provided support for system integrations using Databricks and Power BI, ensuring the integrity and effectiveness of data connections. Acted as a technical lead, providing guidance and leadership to teams in Lakehouse development, leveraging the full Azure data stack to deliver high-quality and high-performance solutions. Established rules and usage policies for the environment to promote effective governance of access and data, ensuring compliance and information security.

Consultant - BI Analyst
Belo Horizonte, Minas Gerais, Brasil
During the pandemic, a team-developed solution was created to provide full visibility into the impact of COVID-19 on the company. This involved integrating data from Abertta with hospital records, health insurance providers, and the ArcelorMittal employee database. The goal was to rapidly present a comprehensive flow of confirmed and suspected cases, test results, family relationships, and the employee network linked to each newly identified COVID case. Additionally, a Health Indicators Portal for Abertta was developed, featuring multiple dashboards on general employee health, healthcare costs, health plan usage, and the effectiveness of quality-of-life improvement initiatives, such as prenatal care, psychological support, addiction reduction, nutrition, and awareness campaigns, among others. Tools and technologies used: - SQL Server (Data Warehouse) - Power BI - Excel - APIs (Tasy and Benner)

Consultant - BI Analyst
Belo Horizonte, Minas Gerais, Brasil
Responsible for developing strategic dashboards in Power BI for various departments within the company, including Production, Environmental Management, Engineering, Mining, Quality, Occupational Safety, and most notably, for the South America Executive Board. Key achievement includes the creation of a Consolidated Results Hub, bringing together general indicators of production, projects, and quality from all business units across the South American region. The reports served multiple stakeholders, ranging from controllers to executives, and supported the tracking of continuous improvement projects based on methodologies such as Lean, Six Sigma, Kaizen, Gemba, and PDCA. Main indicators and analyses developed: - Production/Maintenance Reports: Metrics such as Actual vs. Budgeted Production (Actual/Budget/MRF), MTBF, MTTR, OEE, Cycle Time, among others. - Project and Engineering Reports: Monitoring of Schedules, S-Curves, Cost Variance, and other performance indicators. - Quality Reports: Conformity indicators and support for continuous improvement initiatives. Tools and technologies used: - Power BI (with strong usage of DAX and M) - Data Warehouse with Analysis Services (SSAS) - SQL, Advanced Excel, APIs, and integration with multiple data sources.

Consultant - BI Analyst
Belo Horizonte, Minas Gerais, Brasil
Worked on the development of Power BI reports focused on quality control in the civil construction sector, with an emphasis on managing non-conformities in ongoing residential projects. Developed a consolidated dashboard to monitor construction issues, providing centralized visibility by project, execution phase, type of occurrence, and responsible parties. The solution enabled faster decision-making, improved quality standard control, and reduction of rework. Tech Stack: Power BI Report Server, SQL Server, Excel

Engineering Intern
Araxá, Minas Gerais, Brazil
Undergraduate internship conducted in the concentration department, where I was able to observe and assist in various activities such as: Aiding in plant process management. Gaining a more detailed understanding of the plant's unit operations (crushing, screening, classification, grinding, magnetic separation, desliming, flotation, thickening, filtration). Monitoring process sampling activities and understanding work instructions. Participating in a study to improve the logistics of hazardous work permits. Participating in studies on the efficiency of flocculation and filtration.

Technical Intern
Araxá, Minas Gerais, Brazil
I completed the mandatory internship for the Technical Mining course at COMIPA, where I observed and assisted with various activities such as surveying, planning, sampling, safety, environmental management, operations management, ore treatment, and more.
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